How to handle the processing and storage of unstructured data in a microservices architecture?-Golang-php.cn

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How to handle the processing and storage of unstructured data in a microservices architecture?

王林

May 17, 2023 pm 01:31 PM

storageMicroservice architectureUnstructured data processing

With the continuous development of Internet technology, more and more enterprises are beginning to adopt microservice architecture to improve business efficiency and flexibility. In the microservice architecture, lightweight communication protocols are used to interact between microservices, and the processing and storage of unstructured data has become an important issue. This article will introduce how to handle the processing and storage of unstructured data in a microservices architecture.

1. What is unstructured data

Unstructured data is relative to structured data. It does not have a unified format. Common ones include pictures, emails, audio, Video etc. These data usually cannot be stored directly in traditional relational databases, so special technologies are required to process and store them.

In the microservice architecture, the processing and storage of unstructured data becomes particularly important, because different microservices in the microservice architecture may involve the transfer and processing of unstructured data. If unstructured data is not properly processed and stored, it will lead to performance degradation and business failure.

2. Common unstructured data processing methods

1. Object storage

Object storage is a new type of data storage method, which uses objects as the basic storage unit , store data in the form of objects in storage devices, and obtain data by accessing objects. Object storage is not constrained by relational data, can store unstructured data, massive data, and can provide high reliability, high scalability, low cost, scalability and other characteristics, so it has been widely used in microservice architecture .

2. NoSQL database

NoSQL database is a non-relational database that can store various types of unstructured data, such as text, video, audio, etc. Different from relational databases, NoSQL databases use a variety of data models to provide very flexible data management methods and efficient data query and processing capabilities, and are widely used in microservice architectures.

3. Message Queue

Message queue is an asynchronous communication method that can decouple unstructured data and achieve loose coupling between microservices. Microservices can send data that needs processing to a message queue instead of passing it directly to other microservices. Other microservices then obtain the required data from the message queue for processing. Message queue can realize decoupling between microservices and asynchronous transmission of data, providing an efficient unstructured data processing solution for microservices.

3. Technology Selection for Unstructured Data Processing and Storage

When selecting unstructured data processing and storage technology, you need to consider the following aspects:

1. Data scale: It is necessary to consider the amount of data processed and stored, and select appropriate processing and storage technologies to ensure performance and scalability.

2. Data type: You need to consider the type of data and choose a technology that supports the storage and processing of this type of data.

3. Data access mode: You need to consider the data access mode and select a technology that supports the data access mode.

4. Data security: Data security is a crucial issue, and it is necessary to choose technology that supports security and confidentiality.

Considering the above factors, you can choose unstructured data processing and storage technology that matches the microservice architecture. For example, you can choose to use object storage to store massive amounts of unstructured data, use NoSQL databases to store diverse data types, or use message queues for asynchronous data processing and delivery.

4. Summary

Processing and storing unstructured data is an important issue in microservice architecture, and it is necessary to choose the appropriate technology to solve it. By using technologies such as object storage, NoSQL databases, and message queues, unstructured data can be efficiently processed and stored. When selecting technology, factors such as data size, data type, data access mode, and data security need to be considered to ensure the performance and scalability of the microservice architecture.

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